Pinar Karagoz

117 papers A* 1A 2B 14C 8Misc 8Journal 37Unranked 47
YearRankTypeTitle / Venue / Authors
2026 — conf
EmbMerge: A Transformer-Based Method for Fusing CDR Lists.
ECIR (2)
Mehmet Erdeniz Aydogdu, Yagmur Duru Tüfekçioglu, Ismail Sengor Altingovde, Pinar Karagoz, Ismail Hakki Toroslu
2025 J jnl
Fair for a few: Improving Fairness in Doubly Imbalanced Datasets.
CoRR
Yalçin Ata, Asli Umay Öztürk, Yigit Sever, Viktoria Pauw, Stephan Hachinger, Ismail Hakki Toroslu, Pinar Karagoz
2025 B conf
Lightweight Approach for Multi-Modal Irony Detection by Image Caption Generation.
IEEE Big Data
Beyza Nur Koc, Recep Firat Cekinel, Pinar Karagoz
2025 — conf
Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs.
COLING Workshops
Asli Umay Öztürk, Recep Firat Cekinel, Pinar Karagoz
2025 B conf
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies.
COLING
Recep Firat Cekinel, Pinar Karagoz, Çagri Çöltekin
2025 A conf
terazi: AI Fairness Tool for Doubly Imbalanced Data.
CIKM
Asli Umay Öztürk, Yigit Sever, Ata Yalcin, Viktoria Pauw, Stephan Hachinger, Ismail Hakki Toroslu, Pinar Karagoz
2024 — conf
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish.
LREC/COLING
Recep Firat Cekinel, Çagri Çöltekin, Pinar Karagoz
2024 J jnl
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish.
CoRR
Recep Firat Cekinel, Pinar Karagoz, Çagri Çöltekin
2024 B conf
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach.
IEEE Big Data
Recep Firat Cekinel, Pinar Karagoz
2024 J jnl
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach.
CoRR
Recep Firat Cekinel, Pinar Karagoz
2024 J jnl
Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs.
CoRR
Asli Umay Öztürk, Recep Firat Cekinel, Pinar Karagoz
2024 J jnl
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies.
CoRR
Recep Firat Cekinel, Pinar Karagoz, Çagri Çöltekin
2023 J jnl
Event Detection on Twitter.
CoRR
Ozlem Ceren Sahin, Nesime Tatbul, Pinar Karagoz
2023 — conf
Fusion Enhanced Click-Through-Rate Prediction.
SIU
Murat Bayraktar, Fatma Ceyda Gökce, Dogukan Aksu, Ismail Sengor Altingovde, Pinar Karagoz, Ismail Hakki Toroslu
2023 B conf
IndexAI: AI Based Index Selection for NoSQL Databases.
IEEE Big Data
Mohammad Mahdi Khosravi, Pinar Karagoz, Ismail Hakki Toroslu
2023 J jnl
Trust-aware location recommendation in location-based social networks: A graph-based approach.
Expert Syst. Appl.
Deniz Canturk, Pinar Karagoz, Sang-Wook Kim, Ismail Hakki Toroslu
2022 J jnl
Event Detection via Tracking the Change in Community Structure and Communication Trends.
IEEE Access
Riza Aktunc, Pinar Karagoz, Ismail Hakki Toroslu
2022 J jnl
Event prediction from news text using subgraph embedding and graph sequence mining.
World Wide Web
Recep Firat Cekinel, Pinar Karagoz
2022 J jnl
Explicit and Implicit Trust Modeling for Recommendation.
Digit.
Mehmet Utku Demirci, Pinar Karagoz
2022 J jnl
Extracting process hierarchies by multi-sequence alignment adaptations.
Enterp. Inf. Syst.
Eren Esgin, Pinar Karagoz
2022 Misc conf
Group oriented trust-aware location recommendation for location-based social networks.
SAC
Huseyin Alper Teoman, Pinar Karagoz
2022 J jnl
Predicting the Trending Research Topics by Deep Neural Network Based Content Analysis.
IEEE Access
Murat Yukselen, Alev Mutlu, Pinar Karagoz
2022 B conf
Text-Based Causal Inference on Irony and Sarcasm Detection.
DaWaK
Recep Firat Cekinel, Pinar Karagoz
2021 B conf
Explainability in Irony Detection.
DaWaK
Ege Berk Buyukbas, Adnan Harun Dogan, Asli Umay Öztürk, Pinar Karagoz
2021 J jnl
IronyTR: Irony Detection in Turkish Informal Texts.
Int. J. Intell. Inf. Technol.
Asli Umay Öztürk, Yesim Cemek, Pinar Karagoz
2021 J jnl
Learning to rank by using multivariate adaptive regression splines and conic multivariate adaptive regression splines.
Comput. Intell.
Gulsah Altinok, Pinar Karagoz, Inci Batmaz
2021 J jnl
Personality Analysis Using Classification on Turkish Tweets.
Int. J. Cogn. Informatics Nat. Intell.
Gokalp Mavis, Ismail Hakki Toroslu, Pinar Karagoz
2021 J jnl
SgWalk: Location Recommendation by User Subgraph-Based Graph Embedding.
IEEE Access
Deniz Canturk, Pinar Karagoz
2021 J jnl
Trajectory pattern extraction and anomaly detection for maritime vessels.
Internet Things
Gözde Boztepe Karatas, Pinar Karagoz, Orhan Ayran
2021 C conf
Trust Modeling in Recommendation: Explicit and Implicit Trust Model Compatibility and Explicit Trust Prediction.
MEDES
Mehmet Utku Demirci, Pinar Karagoz
2020 J jnl
Comparison of Integer Linear Programming and Dynamic Programming Approaches for ATM Cash Replenishment Optimization Problem.
Int. J. Appl. Metaheuristic Comput.
Fazilet Özer, Ismail Hakki Toroslu, Pinar Karagoz
2020 — conf
Named Entity Recognition on Morphologically Rich Language: Exploring the Performance of BERT with varying Training Levels.
IEEE BigData
Yuksel Pelin Kilic, Duygu Dinc, Pinar Karagoz
2020 C conf
Towards a Crypto Asset Taxonomy: A Text Classification-based Approach.
MEDES
Ozan Kose, Pinar Karagoz, Gokce E. Phillips
2020 C conf
Trajectory Prediction for Maritime Vessels Using AIS Data.
MEDES
Gözde Boztepe Karatas, Pinar Karagoz, Orhan Ayran
2020 J jnl
Wikipedia enriched advertisement recommendation for microblogs by using sentiment enhanced user profiles.
J. Intell. Inf. Syst.
Atakan Simsek, Pinar Karagoz
2019 C conf
A Hybrid Sliding Window Based Method for Stream Classification.
IC3K
Engin Maden, Pinar Karagoz
2019 J jnl
A framework for aspect based sentiment analysis on turkish informal texts.
J. Intell. Inf. Syst.
Pinar Karagoz, Batuhan Kama, Murat Ozturk, Ismail Hakki Toroslu, Deniz Canturk
2019 — conf
ATM Withdrawal Amount Forecasting Through Neural Architectures.
IEEE BigData
Orhun Bugra Baran, Saim Sunel, Pinar Karagoz, Ismail Hakki Toroslu
2019 B conf
Clustering based personality prediction on turkish tweets.
ASONAM
Esen Tutaysalgir, Pinar Karagoz, Ismail H. Toroslu
2019 — conf
Comparison of Querying Performance of Neo4j on Graph and Hyper-graph Data Model.
KDIR
Mert Erdemir, Furkan Göz, Alev Mutlu, Pinar Karagoz
2019 J jnl
Data Mining-Based Upscaling Approach for Regional Wind Power Forecasting: Regional Statistical Hybrid Wind Power Forecast Technique (RegionalSHWIP).
IEEE Access
Mehmet Baris Özkan, Pinar Karagoz
2019 — conf
Diversification in Wikipedia Enriched Advertisement Recommendation for Microblogs.
WIMS
Atakan Simsek, Pinar Karagoz
2019 — conf
Enhancements for Sliding Window based Stream Classification.
KDIR
Engin Maden, Pinar Karagoz
2019 — conf
Infuencee Oriented Topic Prediction: Investigating the Effect of Influence on the Author.
WIMS
Murat Yukselen, Alev Mutlu, Pinar Karagoz
2019 J jnl
Investigating the Effect of Segmentation Methods on Neural Model based Sentiment Analysis on Informal Short Texts in Turkish.
CoRR
Fatih Kurt, Kezban Dilek Kisa, Pinar Karagoz
2019 — conf
Process Profiling based Synthetic Event Log Generation.
KDIR
Eren Esgin, Pinar Karagoz
2019 B conf
Streaming Event Detection in Microblogs: Balancing Accuracy and Performance.
ICWE
Ozlem Ceren Sahin, Pinar Karagoz, Nesime Tatbul
2018 — conf
Dynamic Programming Solution to ATM Cash Replenishment Optimization Problem.
ICO
Fazilet Özer, Ismail Hakki Toroslu, Pinar Karagoz, Ferhat Yucel
2018 B conf
Event Detection by Change Tracking on Community Structure of Temporal Networks.
ASONAM
Riza Aktunc, Ismail Hakki Toroslu, Pinar Karagoz
2018 — conf
Movie Genre Classification from Plot Summaries Using Bidirectional LSTM.
ICSC
Ali Mert Ertugrul, Pinar Karagoz
2018 J jnl
Neural information retrieval: at the end of the early years.
Inf. Retr. J.
Kezban Dilek Onal, Ye Zhang, Ismail Sengor Altingovde, Md. Mustafizur Rahman, Pinar Karagoz, Alex Braylan, Brandon Dang, Heng-Lu Chang, Henna Kim, Quinten McNamara, Aaron Angert, Edward Banner, Vivek Khetan, Tyler McDonnell, An Thanh Nguyen, Dan Xu, Byron C. Wallace, Maarten de Rijke, Matthew Lease
2018 — conf
Short-Term Electricity Consumption Forecast Using Datasets of Various Granularities.
DARE@PKDD/ECML
Yusuf Arslan, Aybike Simsek Dilbaz, Seyda Ertekin, Pinar Karagoz, Aysenur Birturk, Sinan Eren, Dilek Küçük
2018 — conf
Top-k Context-Aware Tour Recommendations for Groups.
MICAI (2)
Frederick Ayala-Gómez, Baris Kenis, Pinar Karagoz, András Benczúr
2018 — conf
Traffic Event Related Blog Post Classification by Using Traffic Related Named Entities.
ISC2
A. Dundar Unsal, Hediye Tuydes-Yaman, Pinar Karagoz
2017 — conf
A comparative study on learning to rank with computational methods.
IEEE BigData
Inci Batmaz, Pinar Karagoz, Gulsah Serdar
2017 J jnl
A survey on location estimation techniques for events detected in Twitter.
Knowl. Inf. Syst.
Ozer Ozdikis, Halit Oguztüzün, Pinar Karagoz
2017 C conf
Analyzing Implicit Aspects and Aspect Dependent Sentiment Polarity for Aspect-based Sentiment Analysis on Informal Turkish Texts.
MEDES
Batuhan Kama, Murat Ozturk, Pinar Karagoz, Ismail Hakki Toroslu, Murat Kalender
2017 J jnl
Data Mining Approach for Direct Marketing of Banking Products with Profit/Cost Analysis.
Rev. Socionetwork Strateg.
Merve Mitik, Ozan Korkmaz, Pinar Karagoz, Ismail Hakki Toroslu, Ferhat Yucel
2017 — conf
Exploring what makes it a POI.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Talha Yilmaz, Pinar Karagoz, Yusuf Kavurucu
2017 J jnl
Incremental clustering with vector expansion for online event detection in microblogs.
Soc. Netw. Anal. Min.
Ozer Ozdikis, Pinar Karagoz, Halit Oguztüzün
2017 Misc conf
Irony detection on microposts with limited set of features.
SAC
Hande Taslioglu, Pinar Karagoz
2017 — conf
Probabilistic Wind Power Forecasting by Using Quantile Regression Analysis.
DARE@PKDD/ECML
Mehmet Baris Özkan, Umut Güvengir, Dilek Küçük, Ali Unver Secen, Serkan Buhan, Turan Demirci, Abdullah Bestil, Ceyda Er Koksoy, Pinar Karagoz
2017 Misc conf
Word Embedding Based Event Detection on Social Media.
HAIS
Ali Mert Ertugrul, Burak Velioglu, Pinar Karagoz
2016 B conf
A Web Search Enhanced Feature Extraction Method for Aspect-Based Sentiment Analysis for Turkish Informal Texts.
DaWaK
Batuhan Kama, Murat Ozturk, Pinar Karagoz, Ismail Hakki Toroslu, Ozcan Ozay
2016 A* conf
CRoM and HuspExt: Improving efficiency of high utility sequential pattern extraction.
ICDE
Oznur Kirmemis Alkan, Pinar Karagoz
2016 — conf
Context-Aware Friend Recommendation for Location Based Social Networks using Random Walk.
WWW (Companion Volume)
Hakan Bagci, Pinar Karagoz
2016 J jnl
Context-aware location recommendation by using a random walk-based approach.
Knowl. Inf. Syst.
Hakan Bagci, Pinar Karagoz
2016 — conf
Cosine Similarity-Based Pruning for Concept Discovery.
ISCIS
Abdullah Dogan, Alev Mutlu, Pinar Karagoz
2016 — conf
Data Mining Based Product Marketing Technique for Banking Products.
ICDM Workshops
Merve Mitik, Ozan Korkmaz, Pinar Karagoz, Ismail Hakki Toroslu, Ferhat Yucel
2016 — conf
Detecting User Emotions in Twitter through Collective Classification.
KDIR
Obrahim Oleri, Pinar Karagoz
2016 J jnl
Evidential estimation of event locations in microblogs using the Dempster-Shafer theory.
Inf. Process. Manag.
Ozer Ozdikis, Halit Oguztüzün, Pinar Karagoz
2016 J jnl
Getting Started with Neural Models for Semantic Matching in Web Search.
CoRR
Kezban Dilek Onal, Ismail Sengor Altingovde, Pinar Karagoz, Maarten de Rijke
2016 J jnl
Improving the prediction of page access by using semantically enhanced clustering.
J. Intell. Inf. Syst.
Erman Sen, Ismail Hakki Toroslu, Pinar Karagoz
2016 Misc conf
Personalized time-aware outdoor activity recommendation system.
SAC
Shakiba Rahimiaghdam, Pinar Karagoz, Alev Mutlu
2016 J jnl
Policy-based memoization for ILP-based concept discovery systems.
J. Intell. Inf. Syst.
Alev Mutlu, Pinar Karagoz
2016 J jnl
Predicting the Location and Time of Mobile Phone Users by Using Sequential Pattern Mining Techniques.
Comput. J.
Mert Ozer, Ilkcan Keles, Ismail Hakki Toroslu, Pinar Karagoz, Hasan Davulcu
2016 J jnl
WaPUPS: Web access pattern extraction under user-defined pattern scoring.
J. Inf. Sci.
Oznur Kirmemis Alkan, Pinar Karagoz
2015 B conf
A Graph-Based Concept Discovery Method for n-Ary Relations.
DaWaK
Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz
2015 J jnl
A Novel Wind Power Forecast Model: Statistical Hybrid Wind Power Forecast Technique (SHWIP).
IEEE Trans. Ind. Informatics
Mehmet Baris Özkan, Pinar Karagoz
2015 — conf
A path-finding based method for concept discovery in graphs.
IISA
Nazmiye Ceren Abay, Alev Mutlu, Pinar Karagoz
2015 J jnl
CRoM and HuspExt: Improving Efficiency of High Utility Sequential Pattern Extraction.
IEEE Trans. Knowl. Data Eng.
Oznur Kirmemis Alkan, Pinar Karagoz
2015 C conf
Dynamic Scoring-Based Sequence Alignment for Process Diagnostics.
IEA/AIE
Eren Esgin, Pinar Karagoz
2015 J jnl
Extended feature combination model for recommendations in location-based mobile services.
Knowl. Inf. Syst.
Masoud Sattari, Ismail Hakki Toroslu, Pinar Karagoz, Panagiotis Symeonidis, Yannis Manolopoulos
2015 — conf
Generating Performance Improvement Suggestions by using Cross-Organizational Process Mining.
SIMPDA
Onur Yilmaz, Pinar Karagoz
2015 C conf
Improved Wind Power Forecasting Using Combination Methods.
ICMLA
Ceyda Er Koksoy, Mehmet Baris Özkan, Serkan Buhan, Turan Demirci, Yusuf Arslan, Aysenur Birturk, Pinar Karagoz
2015 — conf
Named Entity Recognition from Scratch on Social Media.
MUSE@PKDD/ECML
Kezban Dilek Kisa, Pinar Karagoz
2015 — conf
Performance Analysis of Data Mining Techniques for Improving the Accuracy of Wind Power Forecast Combination.
DARE
Ceyda Er Koksoy, Mehmet Baris Özkan, Dilek Küçük, Abdullah Bestil, Sena Sonmez, Serkan Buhan, Turan Demirci, Pinar Karagoz, Aysenur Birturk
2015 B conf
Random walk based context-aware activity recommendation for location based social networks.
DSAA
Hakan Bagci, Pinar Karagoz
2015 — conf
Toponym Recognition in Social Media for Estimating the Location of Events.
ICDM Workshops
Meryem Sagcan, Pinar Karagoz
2015 — conf
User Interest Modeling in Twitter with Named Entity Recognition.
#MSM
Deniz Karatay, Pinar Karagoz
2015 — conf
Utilizing Word Embeddings for Result Diversification in Tweet Search.
AIRS
Kezban Dilek Onal, Ismail Sengor Altingovde, Pinar Karagoz
2014 Misc conf
A Hybrid Approach for Credibility Detection in Twitter.
HAIS
Alper Gün, Pinar Karagoz
2014 — conf
Extracting Multi-item Sequential Patterns by Wap-tree Based Approach.
WEBIST (2)
Kezban Dilek Onal, Pinar Karagoz
2014 A conf
Improved Genetic Algorithm Based Approach for QoS Aware Web Service Composition.
ICWS
A. Erdinc Yilmaz, Pinar Karagoz
2014 — conf
Improving Efficiency of Sequence Mining by Combining First Occurrence Forest (FOF) Strategy and Sibling Principle.
WIMS
Kezban Dilek Onal, Pinar Karagoz
2014 — conf
LabelFlow: Exploiting Workflow Provenance to Surface Scientific Data Provenance.
IPAW
Pinar Alper, Khalid Belhajjame, Carole A. Goble, Pinar Karagoz
2014 — conf
Location Prediction of Mobile Phone Users Using Apriori-Based Sequence Mining with Multiple Support Thresholds.
NFMCP
Ilkcan Keles, Mert Ozer, Ismail Hakki Toroslu, Pinar Karagoz
2014 — conf
Predicting the next location change and time of change for mobile phone users.
MobiGIS
Mert Ozer, Ilkcan Keles, Ismail Hakki Toroslu, Pinar Karagoz, Salih Ergüt
2014 — conf
Sentiment Enhanced Hybrid TF-IDF for Microblogs.
BDCloud
Atakan Simsek, Pinar Karagoz
2014 J jnl
Sentiment-Focused Web Crawling.
ACM Trans. Web
A. Gural Vural, Berkant Barla Cambazoglu, Pinar Karagoz
2014 — conf
Testing Discovered Web Services Automatically.
WEBIST (1)
Pinar Karagoz, Selma Utku
2014 — conf
Toponym recognition on Turkish tweets.
SIU
Kezban Dilek Onal, Pinar Karagoz, Ruket Çakici
2014 — conf
Utilizing Coverage Lists as a Pruning Mechanism for Concept Discovery.
ISCIS
Alev Mutlu, Abdullah Dogan, Pinar Karagoz
2013 Misc conf
A Counting-Based Heuristic for ILP-Based Concept Discovery Systems.
HAIS
Alev Mutlu, Pinar Karagoz, Yusuf Kavurucu
2013 B conf
A Data Mining-Based Wind Power Forecasting Method: Results for Wind Power Plants in Turkey.
DaWaK
Mehmet Baris Özkan, Dilek Küçük, Erman Terciyanli, Serkan Buhan, Turan Demirci, Pinar Karagoz
2013 B conf
A Hybrid Graph-Based Method for Concept Rule Discovery.
DaWaK
Alev Mutlu, Pinar Karagoz
2013 C conf
Assisting Web Site Navigation through Web Usage Patterns.
IEA/AIE
Oznur Kirmemis Alkan, Pinar Karagoz
2013 — conf
Confidence-Aware Sequence Alignment for Process Diagnostics.
SITIS
Eren Esgin, Pinar Karagoz
2013 — conf
Emotion Analysis on Turkish Texts.
ISCIS
Z. Boynukalin, Pinar Karagoz
2013 — conf
Enhancing and abstracting scientific workflow provenance for data publishing.
EDBT/ICDT Workshops
Pinar Alper, Khalid Belhajjame, Carole A. Goble, Pinar Karagoz
2013 — conf
Evidential location estimation for events detected in Twitter.
GIR
Ozer Ozdikis, Halit Oguztüzün, Pinar Karagoz
2013 Misc conf
Extracting Sequential Patterns Based on User Defined Criteria.
HAIS
Oznur Kirmemis Alkan, Pinar Karagoz
2013 — conf
Predicting the change of location of mobile phone users.
MobiGIS
Mert Ozer, Ilkcan Keles, Ismail Hakki Toroslu, Pinar Karagoz
2013 Misc conf
Sequence Alignment Adaptation for Process Diagnostics and Delta Analysis.
HAIS
Eren Esgin, Pinar Karagoz
2013 — conf
Small Is Beautiful: Summarizing Scientific Workflows Using Semantic Annotations.
BigData Congress
Pinar Alper, Khalid Belhajjame, Carole A. Goble, Pinar Karagoz
2000 — conf
Adding Constraints to Logic-Based Workflow to Obtain Optimized Schedules.
EDBT PhD Workshop
Pinar Karagoz
1998 — conf
Task Handling in Workflow Management Systems.
IADT
Pinar Karagoz, Sena Nural Arpinar, Pinar Koksal, Nesime Tatbul, Esin Gokkoca, Asuman Dogac